Oracle AI Database Administration Associate Practice Exam: Test Your Knowledge 2025

Which Oracle Database 23ai feature allows you to automatically create REST APIs for database tables without writing any code?

A database administrator needs to store and query high-dimensional vector embeddings for a machine learning application. Which data type should they use in Oracle Database 23ai?

What is the primary purpose of JSON Relational Duality Views in Oracle Database 23ai?

Which Oracle Database 23ai feature automatically detects and prevents unauthorized data access attempts by learning normal database access patterns?

In Oracle Database 23ai, which component is responsible for managing the Automatic Workload Repository (AWR) snapshots?

A company is implementing vector similarity search for their document retrieval system. They need to find the top 10 most similar documents to a query vector. Which SQL operator should they use in Oracle Database 23ai?

When creating a JSON Relational Duality View, what happens when you update data through the JSON document interface?

An administrator notices that vector similarity searches are performing slowly on a table with millions of vector embeddings. What index type should they create to improve performance?

Which Oracle Database 23ai feature allows developers to define schema annotations that provide additional metadata for application development and documentation?

A DBA needs to monitor real-time SQL performance and identify resource-intensive queries. Which Oracle Database 23ai view provides real-time SQL monitoring data?

When implementing JSON Relational Duality Views, which clause specifies the relationships between parent and child tables?

A company wants to implement automatic indexing for their Oracle Database 23ai instance. What must be enabled for this feature to function?

Which distance metric is most appropriate for comparing normalized vector embeddings in a natural language processing application using Oracle Database 23ai?

What is the purpose of the _ORADB annotation namespace in JSON Relational Duality Views?

An organization needs to implement row-level security that dynamically filters data based on user attributes without modifying application code. Which Oracle Database 23ai feature should they use?

A development team is building a microservices architecture and needs to ensure that JSON documents retrieved from JSON Relational Duality Views maintain referential integrity when updated. Which annotation should be used to enforce this?

A company is implementing a Retrieval-Augmented Generation (RAG) system using Oracle Database 23ai for vector storage. They need to partition their vector data by product category to improve query performance. Which partitioning strategy would be most effective for their similarity searches within specific categories?

An administrator needs to troubleshoot why automatic indexing recommendations are not being implemented in their Oracle Database 23ai instance, even though AUTO_INDEX_MODE is set to IMPLEMENT. What is the most likely cause?

When implementing vector similarity search at scale, a DBA observes that queries with small result sets (top 5) perform well, but queries requesting top 100 similar vectors show exponential performance degradation. What is the most likely architectural issue?

A security audit reveals that sensitive data in JSON documents is being logged in database trace files when errors occur during JSON Relational Duality View operations. What is the most appropriate solution to prevent this while maintaining debugging capabilities?